🎨 Visualization Gallery

This gallery showcases all 60 visualizations generated from comprehensive wind power density analysis across Indian wind farms. Click any image to view it in full size.

## 🗺️ Contour Heat Maps Comprehensive contour plots showing wind speed and power density patterns across time and months.

🔍

#001

Wind Power Density Contour

🔍

#002

Monthly Wind Speed Pattern

🔍

#003

Diurnal Pattern Analysis

🔍

#004

Power Density Distribution

🔍

#005

Temporal Variation Map

## 🏭 Individual Site Analysis Detailed analysis for 6 wind farm sites including maintenance recommendations, seasonal patterns, and statistical distributions.

🔍

#006

Site 1 – Maintenance Schedule

🔍

#007

Site 1 – Ridge Plot

🔍

#008

Site 1 – Risk-Loss Frontier

🔍

#009

Site 1 – Ramp Rate Analysis

🔍

#010

Site 1 – Monthly Distribution

🔍

#011

Site 1 – Statistical Analysis

🔍

#012

Site 2 – Maintenance Schedule

🔍

#013

Site 2 – Ridge Plot

🔍

#014

Site 2 – Risk Frontier

🔍

#015

Site 2 – Ramp Analysis

🔍

#016

Site 2 – Monthly Stats

🔍

#017

Site 2 – Distribution

🔍

#018

Site 3 – Maintenance Schedule

🔍

#019

Site 3 – Ridge Plot

🔍

#020

Site 3 – Risk Frontier

🔍

#021

Site 3 – Ramp Analysis

🔍

#022

Site 3 – Monthly Stats

🔍

#023

Site 3 – Distribution

🔍

#024

Site 4 – Maintenance Schedule

🔍

#025

Site 4 – Ridge Plot

🔍

#026

Site 4 – Risk Frontier

🔍

#027

Site 4 – Ramp Analysis

🔍

#028

Site 4 – Monthly Stats

🔍

#029

Site 4 – Distribution

🔍

#030

Site 5 – Maintenance Schedule

🔍

#031

Site 5 – Ridge Plot

🔍

#032

Site 5 – Risk Frontier

🔍

#033

Site 5 – Ramp Analysis

🔍

#034

Site 5 – Monthly Stats

🔍

#035

Site 5 – Distribution

🔍

#036

Site 6 – Maintenance Schedule

🔍

#037

Site 6 – Ridge Plot

🔍

#038

Site 6 – Risk Frontier

🔍

#039

Site 6 – Ramp Analysis

🔍

#040

Site 6 – Monthly Stats

🔍

#041

Site 6 – Distribution

## 📈 Multi-Site Comparison Grids 3×2 grid layouts comparing all 6 wind farm sites simultaneously across different metrics.

🔍

#042

6-Site Maintenance Comparison

🔍

#043

6-Site Ridge Plot Grid

🔍

#044

6-Site Risk Frontier Grid

🔍

#045

6-Site Ramp Rate Grid

🔍

#046

6-Site Statistical Grid

## 🔬 Enhanced Analysis Advanced statistical visualizations with enhanced resolution and normalization.

🔍

#047

Normalized High-Res Analysis

🔍

#048

Enhanced Statistical View

## 🎯 Clustering & Flow Analysis Machine learning-based clustering visualizations and Sankey diagrams showing wind pattern flows.

🔍

#049

Sankey Flow Diagram

🔍

#050

Alluvial Pattern Flow

🔍

#051

PCA Clustering 2D

🔍

#052

PCA Clustering 3D

🔍

#053

t-SNE Clustering

🔍

#054

t-SNE Alternative View

🔍

#055

UMAP Clustering

🔍

#056

UMAP Alternative View

🔍

#057

Hierarchical Dendrogram

🔍

#058

Cluster Comparison Matrix

## 🌤️ Seasonal Analysis Seasonal contour plots showing pattern variations across different seasons.

🔍

#059

Four-Season Contour Comparison

🔍

#060

Seasonal Pattern Summary